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Birgit Kirsch
Birgit Kirsch
Verified email at iais.fraunhofer.de
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Informed machine learning–a taxonomy and survey of integrating prior knowledge into learning systems
L Von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
IEEE Transactions on Knowledge and Data Engineering 35 (1), 614-633, 2021
6242021
E2mc: Improving emergency management service practice through social media and crowdsourcing analysis in near real time
C Havas, B Resch, C Francalanci, B Pernici, G Scalia, ...
Sensors 17 (12), 2766, 2017
842017
Towards automated auditing with machine learning
R Sifa, A Ladi, M Pielka, R Ramamurthy, L Hillebrand, B Kirsch, D Biesner, ...
Proceedings of the ACM Symposium on Document Engineering 2019, 1-4, 2019
432019
Informed machine learning-a taxonomy and survey of integrating knowledge into learning systems (2020)
L Von Rueden, S Mayer, K Beckh, B Georgiev, S Giesselbach, R Heese, ...
arXiv preprint arXiv:1903.12394, 1903
101903
Robust End-User-Driven Social Media Monitoring for Law Enforcement and Emergency Monitoring
B Kirsch, S Giesselbach, D Knodt, S Rüping
Community-Oriented Policing and Technological Innovations, 29, 2018
72018
Noise reduction in distant supervision for relation extraction using probabilistic soft logic
B Kirsch, Z Niyazova, M Mock, S Rüping
Machine Learning and Knowledge Discovery in Databases: International …, 2020
52020
Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain.
B Kirsch, S Giesselbach, T Schmude, M Völkening, F Rostalski, S Rüping
LWDA, 76-87, 2020
22020
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